The whole is greater than the sum of its parts: profiles of multiple mental health risk factors using Latent class analysis

Table 3 Summary of model fit indices of successive latent class models (N = 10,853)

Model	AIC	BIC	aBIC	Entropy	LMRT p value	BLRT p value
Two-class	235,638.280	236,053.935	235,872.797	0.618	0.000	0.000
Three-class	232,624.262	233,251.391	232,978.094	0.704	0.000	0.000
Four-class	231,236.097	232,074.700	231,709.245	0.750	0.000	0.000
Five-class	230,389.630	231,439.706	230,982.093	0.763	0.000	0.000
Six-class^a	229,846.766	231,108.316	230,558.545	0.725	0.000	0.000
Seven-class^a	229,480.724	230,953.747	230,311.818	0.667	0.000	0.000

AIC Akaike information criteria, BIC Bayesian information criteria, aBIC adjusted BIC; LMR LTR p value Lo-Mendell-Rubin likelihood ratio test p value, BLRT LRT p Bootstrapped Likelihood ratio test p value
Best-fitting model is indicated in bold
^aLatent class solution not well identified

ISSN: 1753-2000